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Class: EveryEvalAIResult

An evaluation result from the Every Eval Ever dataset, capturing evaluation metadata and results from the EEE_datastore.

URI: [nexus:everyevalairesult](https://w3id.org/ai-atlas-nexus/everyevalairesult)
 classDiagram
    class EveryEvalAIResult
    click EveryEvalAIResult href "../EveryEvalAIResult/"
      AiEvalResult <|-- EveryEvalAIResult
        click AiEvalResult href "../AiEvalResult/"

      EveryEvalAIResult : broad_mappings





        EveryEvalAIResult --> "*" Any : broad_mappings
        click Any href "../Any/"



      EveryEvalAIResult : close_mappings





        EveryEvalAIResult --> "*" Any : close_mappings
        click Any href "../Any/"



      EveryEvalAIResult : dateCreated

      EveryEvalAIResult : dateModified

      EveryEvalAIResult : description

      EveryEvalAIResult : evaluation_id

      EveryEvalAIResult : evaluation_timestamp

      EveryEvalAIResult : evidence

      EveryEvalAIResult : exact_mappings





        EveryEvalAIResult --> "*" Any : exact_mappings
        click Any href "../Any/"



      EveryEvalAIResult : hasAudience

      EveryEvalAIResult : hasDataFormat

      EveryEvalAIResult : hasDataSize

      EveryEvalAIResult : hasDataSource

      EveryEvalAIResult : hasDataType

      EveryEvalAIResult : hasDocumentation





        EveryEvalAIResult --> "*" Documentation : hasDocumentation
        click Documentation href "../Documentation/"



      EveryEvalAIResult : hasDomains

      EveryEvalAIResult : hasEvaluationResults





        EveryEvalAIResult --> "*" EvaluationResultRecord : hasEvaluationResults
        click EvaluationResultRecord href "../EvaluationResultRecord/"



      EveryEvalAIResult : hasGoal

      EveryEvalAIResult : hasLanguages

      EveryEvalAIResult : hasLimitations

      EveryEvalAIResult : hasMethods

      EveryEvalAIResult : hasMetrics

      EveryEvalAIResult : hasModelInfo





        EveryEvalAIResult --> "0..1" ModelInfo : hasModelInfo
        click ModelInfo href "../ModelInfo/"



      EveryEvalAIResult : hasRelatedRisk





        EveryEvalAIResult --> "*" RiskConcept : hasRelatedRisk
        click RiskConcept href "../RiskConcept/"



      EveryEvalAIResult : hasResources

      EveryEvalAIResult : hasSourceMetadata





        EveryEvalAIResult --> "0..1" SourceMetadata : hasSourceMetadata
        click SourceMetadata href "../SourceMetadata/"



      EveryEvalAIResult : hasTasks

      EveryEvalAIResult : id

      EveryEvalAIResult : isCategorizedAs





        EveryEvalAIResult --> "*" Any : isCategorizedAs
        click Any href "../Any/"



      EveryEvalAIResult : isResultOf





        EveryEvalAIResult --> "0..1" AiEval : isResultOf
        click AiEval href "../AiEval/"



      EveryEvalAIResult : name

      EveryEvalAIResult : narrow_mappings





        EveryEvalAIResult --> "*" Any : narrow_mappings
        click Any href "../Any/"



      EveryEvalAIResult : related_mappings





        EveryEvalAIResult --> "*" Any : related_mappings
        click Any href "../Any/"



      EveryEvalAIResult : retrieved_timestamp

      EveryEvalAIResult : schema_version

      EveryEvalAIResult : url

      EveryEvalAIResult : value

## Inheritance - [Entity](Entity.md) - [AiEvalResult](AiEvalResult.md) [ [Fact](Fact.md)] - **EveryEvalAIResult** ## Class Properties | Property | Value | | --------- | ---------------------------------------------------------------------------- | | Class URI | [nexus:everyevalairesult](https://w3id.org/ai-atlas-nexus/everyevalairesult) | ## Slots | Name | Cardinality and Range | Description | Inheritance | | ----------------------------------------------- | ------------------------------------------------------------ | -------------------------------------------------------------------------------- | ------------------------------- | | [hasSourceMetadata](hasSourceMetadata.md) | 0..1
[SourceMetadata](SourceMetadata.md) | Source metadata for the evaluation | direct | | [hasModelInfo](hasModelInfo.md) | 0..1
[ModelInfo](ModelInfo.md) | Model information for the evaluation | direct | | [hasEvaluationResults](hasEvaluationResults.md) | \*
[EvaluationResultRecord](EvaluationResultRecord.md) | Array of evaluation results | direct | | [hasDataType](hasDataType.md) | \*
[String](String.md) | The type of data used in the benchmark (e | direct | | [hasDomains](hasDomains.md) | \*
[String](String.md) | The specific domains or areas where the benchmark is applied (e | direct | | [hasLanguages](hasLanguages.md) | \*
[String](String.md) | The languages included in the dataset used by the benchmark (e | direct | | [hasTasks](hasTasks.md) | \*
[String](String.md) | The tasks or evaluations the benchmark is intended to assess | direct | | [hasDataSource](hasDataSource.md) | \*
[String](String.md) | The origin or source of the data used in the benchmark (e | direct | | [hasDataSize](hasDataSize.md) | 0..1
[String](String.md) | The size of the dataset, including the number of data points or examples | direct | | [hasDataFormat](hasDataFormat.md) | \*
[String](String.md) | The structure and modality of the data (e | direct | | [hasMethods](hasMethods.md) | \*
[String](String.md) | The evaluation techniques applied within the benchmark | direct | | [hasMetrics](hasMetrics.md) | \*
[String](String.md) | The specific performance metrics used to assess models (e | direct | | [hasLimitations](hasLimitations.md) | \*
[String](String.md) | Limitations in evaluating or addressing risks, such as gaps in demographic co... | direct | | [hasGoal](hasGoal.md) | 0..1
[String](String.md) | The specific goal or primary use case the benchmark is designed for | direct | | [hasAudience](hasAudience.md) | \*
[String](String.md) | The intended audience, such as researchers, developers, policymakers, etc | direct | | [hasResources](hasResources.md) | \*
[String](String.md) | Links to relevant resources, such as repositories or papers related to the be... | direct | | [hasDocumentation](hasDocumentation.md) | \*
[Documentation](Documentation.md) | Indicates documentation associated with an entity | direct | | [hasRelatedRisk](hasRelatedRisk.md) | \*
[RiskConcept](RiskConcept.md) | A relationship where an entity relates to a risk | direct | | [schema_version](schema_version.md) | 0..1
[String](String.md) | Version of the evaluation schema | direct | | [evaluation_id](evaluation_id.md) | 0..1
[String](String.md) | Unique identifier for this evaluation | direct | | [evaluation_timestamp](evaluation_timestamp.md) | 0..1
[Datetime](Datetime.md) | ISO 8601 timestamp when evaluation was performed | direct | | [retrieved_timestamp](retrieved_timestamp.md) | 0..1
[String](String.md) | Unix timestamp when the data was retrieved | direct | | [isResultOf](isResultOf.md) | 0..1
[AiEval](AiEval.md) | A relationship indicating that an entity is the result of an AI evaluation | [AiEvalResult](AiEvalResult.md) | | [value](value.md) | 1
[String](String.md) | Some numeric or string value | [Fact](Fact.md) | | [evidence](evidence.md) | 0..1
[String](String.md) | Evidence provides a source (typical a chunk, paragraph or link) describing wh... | [Fact](Fact.md) | | [id](id.md) | 1
[String](String.md) | A unique identifier to this instance of the model element | [Entity](Entity.md) | | [name](name.md) | 0..1
[String](String.md) | A text name of this instance | [Entity](Entity.md) | | [description](description.md) | 0..1
[String](String.md) | The description of an entity | [Entity](Entity.md) | | [url](url.md) | 0..1
[Uri](Uri.md) | An optional URL associated with this instance | [Entity](Entity.md) | | [dateCreated](dateCreated.md) | 0..1
[Date](Date.md) | The date on which the entity was created | [Entity](Entity.md) | | [dateModified](dateModified.md) | 0..1
[Date](Date.md) | The date on which the entity was most recently modified | [Entity](Entity.md) | | [exact_mappings](exact_mappings.md) | \*
[Any](Any.md) | The property is used to link two concepts, indicating a high degree of confid... | [Entity](Entity.md) | | [close_mappings](close_mappings.md) | \*
[Any](Any.md) | The property is used to link two concepts that are sufficiently similar that ... | [Entity](Entity.md) | | [related_mappings](related_mappings.md) | \*
[Any](Any.md) | The property skos:relatedMatch is used to state an associative mapping link b... | [Entity](Entity.md) | | [narrow_mappings](narrow_mappings.md) | \*
[Any](Any.md) | The property is used to state a hierarchical mapping link between two concept... | [Entity](Entity.md) | | [broad_mappings](broad_mappings.md) | \*
[Any](Any.md) | The property is used to state a hierarchical mapping link between two concept... | [Entity](Entity.md) | | [isCategorizedAs](isCategorizedAs.md) | \*
[Any](Any.md) | A relationship where an entity has been deemed to be categorized | [Entity](Entity.md) | ## Usages | used by | used in | type | used | | ----------------------------------------- | ----------------------------------------------- | ------ | ----------------------------------------- | | [EveryEvalAIResult](EveryEvalAIResult.md) | [hasSourceMetadata](hasSourceMetadata.md) | domain | [EveryEvalAIResult](EveryEvalAIResult.md) | | [EveryEvalAIResult](EveryEvalAIResult.md) | [hasModelInfo](hasModelInfo.md) | domain | [EveryEvalAIResult](EveryEvalAIResult.md) | | [EveryEvalAIResult](EveryEvalAIResult.md) | [hasEvaluationResults](hasEvaluationResults.md) | domain | [EveryEvalAIResult](EveryEvalAIResult.md) | ## Identifier and Mapping Information ### Schema Source - from schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology ## Mappings | Mapping Type | Mapped Value | | ------------ | ----------------------- | | self | nexus:everyevalairesult | | native | nexus:EveryEvalAIResult | ## LinkML Source ### Direct
```yaml name: EveryEvalAIResult description: An evaluation result from the Every Eval Ever dataset, capturing evaluation metadata and results from the EEE_datastore. from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology is_a: AiEvalResult slots: - hasSourceMetadata - hasModelInfo - hasEvaluationResults - hasDataType - hasDomains - hasLanguages - hasTasks - hasDataSource - hasDataSize - hasDataFormat - hasMethods - hasMetrics - hasLimitations - hasGoal - hasAudience - hasResources - hasDocumentation - hasRelatedRisk slot_usage: hasRelatedRisk: name: hasRelatedRisk domain: AiEvalResult range: RiskConcept attributes: schema_version: name: schema_version description: Version of the evaluation schema from_schema: https://w3id.org/ai-atlas-nexus/ai_eval rank: 1000 domain_of: - EveryEvalAIResult range: string evaluation_id: name: evaluation_id description: Unique identifier for this evaluation from_schema: https://w3id.org/ai-atlas-nexus/ai_eval rank: 1000 domain_of: - EveryEvalAIResult range: string evaluation_timestamp: name: evaluation_timestamp description: ISO 8601 timestamp when evaluation was performed from_schema: https://w3id.org/ai-atlas-nexus/ai_eval rank: 1000 domain_of: - EveryEvalAIResult range: datetime retrieved_timestamp: name: retrieved_timestamp description: Unix timestamp when the data was retrieved from_schema: https://w3id.org/ai-atlas-nexus/ai_eval rank: 1000 domain_of: - EveryEvalAIResult range: string class_uri: nexus:everyevalairesult ````
### Induced
```yaml name: EveryEvalAIResult description: An evaluation result from the Every Eval Ever dataset, capturing evaluation metadata and results from the EEE_datastore. from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology is_a: AiEvalResult slot_usage: hasRelatedRisk: name: hasRelatedRisk domain: AiEvalResult range: RiskConcept attributes: schema_version: name: schema_version description: Version of the evaluation schema from_schema: https://w3id.org/ai-atlas-nexus/ai_eval rank: 1000 alias: schema_version owner: EveryEvalAIResult domain_of: - EveryEvalAIResult range: string evaluation_id: name: evaluation_id description: Unique identifier for this evaluation from_schema: https://w3id.org/ai-atlas-nexus/ai_eval rank: 1000 alias: evaluation_id owner: EveryEvalAIResult domain_of: - EveryEvalAIResult range: string evaluation_timestamp: name: evaluation_timestamp description: ISO 8601 timestamp when evaluation was performed from_schema: https://w3id.org/ai-atlas-nexus/ai_eval rank: 1000 alias: evaluation_timestamp owner: EveryEvalAIResult domain_of: - EveryEvalAIResult range: datetime retrieved_timestamp: name: retrieved_timestamp description: Unix timestamp when the data was retrieved from_schema: https://w3id.org/ai-atlas-nexus/ai_eval rank: 1000 alias: retrieved_timestamp owner: EveryEvalAIResult domain_of: - EveryEvalAIResult range: string hasSourceMetadata: name: hasSourceMetadata description: Source metadata for the evaluation from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 domain: EveryEvalAIResult alias: hasSourceMetadata owner: EveryEvalAIResult domain_of: - EveryEvalAIResult range: SourceMetadata inlined: true hasModelInfo: name: hasModelInfo description: Model information for the evaluation from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 domain: EveryEvalAIResult alias: hasModelInfo owner: EveryEvalAIResult domain_of: - EveryEvalAIResult range: ModelInfo inlined: true hasEvaluationResults: name: hasEvaluationResults description: Array of evaluation results from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 domain: EveryEvalAIResult alias: hasEvaluationResults owner: EveryEvalAIResult domain_of: - EveryEvalAIResult range: EvaluationResultRecord multivalued: true inlined: true hasDataType: name: hasDataType description: The type of data used in the benchmark (e.g., text, images, or multi-modal) from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 alias: hasDataType owner: EveryEvalAIResult domain_of: - EveryEvalAIResult - BenchmarkMetadataCard range: string multivalued: true hasDomains: name: hasDomains description: The specific domains or areas where the benchmark is applied (e.g., natural language processing, computer vision). from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 alias: hasDomains owner: EveryEvalAIResult domain_of: - EveryEvalAIResult - BenchmarkMetadataCard range: string multivalued: true hasLanguages: name: hasLanguages description: The languages included in the dataset used by the benchmark (e.g., English, multilingual). from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 alias: hasLanguages owner: EveryEvalAIResult domain_of: - EveryEvalAIResult - BenchmarkMetadataCard range: string multivalued: true hasTasks: name: hasTasks description: The tasks or evaluations the benchmark is intended to assess. from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 alias: hasTasks owner: EveryEvalAIResult domain_of: - AiEval - EveryEvalAIResult - BenchmarkMetadataCard range: string multivalued: true inlined: false hasDataSource: name: hasDataSource description: The origin or source of the data used in the benchmark (e.g., curated datasets, user submissions). from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 alias: hasDataSource owner: EveryEvalAIResult domain_of: - EveryEvalAIResult - BenchmarkMetadataCard range: string multivalued: true hasDataSize: name: hasDataSize description: The size of the dataset, including the number of data points or examples. from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 alias: hasDataSize owner: EveryEvalAIResult domain_of: - EveryEvalAIResult - BenchmarkMetadataCard range: string hasDataFormat: name: hasDataFormat description: The structure and modality of the data (e.g., sentence pairs, question-answer format, tabular data). from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 alias: hasDataFormat owner: EveryEvalAIResult domain_of: - EveryEvalAIResult - BenchmarkMetadataCard range: string multivalued: true hasMethods: name: hasMethods description: The evaluation techniques applied within the benchmark. from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 alias: hasMethods owner: EveryEvalAIResult domain_of: - EveryEvalAIResult - BenchmarkMetadataCard range: string multivalued: true hasMetrics: name: hasMetrics description: The specific performance metrics used to assess models (e.g., accuracy, F1 score, precision, recall). from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 alias: hasMetrics owner: EveryEvalAIResult domain_of: - EveryEvalAIResult - BenchmarkMetadataCard range: string multivalued: true hasLimitations: name: hasLimitations description: Limitations in evaluating or addressing risks, such as gaps in demographic coverage or specific domains. from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 alias: hasLimitations owner: EveryEvalAIResult domain_of: - EveryEvalAIResult - BenchmarkMetadataCard range: string multivalued: true hasGoal: name: hasGoal description: The specific goal or primary use case the benchmark is designed for. from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 alias: hasGoal owner: EveryEvalAIResult domain_of: - EveryEvalAIResult - BenchmarkMetadataCard range: string hasAudience: name: hasAudience description: The intended audience, such as researchers, developers, policymakers, etc. from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 alias: hasAudience owner: EveryEvalAIResult domain_of: - EveryEvalAIResult - BenchmarkMetadataCard range: string multivalued: true hasResources: name: hasResources description: Links to relevant resources, such as repositories or papers related to the benchmark. from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 alias: hasResources owner: EveryEvalAIResult domain_of: - EveryEvalAIResult - BenchmarkMetadataCard range: string multivalued: true hasDocumentation: name: hasDocumentation description: Indicates documentation associated with an entity. from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 slot_uri: airo:hasDocumentation alias: hasDocumentation owner: EveryEvalAIResult domain_of: - Dataset - Vocabulary - Taxonomy - Concept - Group - Entry - Term - Principle - RiskTaxonomy - RiskControlGroupTaxonomy - Action - BaseAi - LargeLanguageModelFamily - AiTaskTaxonomy - AiEval - EveryEvalAIResult - BenchmarkMetadataCard - Adapter - LLMIntrinsic range: Documentation multivalued: true inlined: false hasRelatedRisk: name: hasRelatedRisk description: A relationship where an entity relates to a risk from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 domain: AiEvalResult alias: hasRelatedRisk owner: EveryEvalAIResult domain_of: - Term - LLMQuestionPolicy - Action - AiSystem - AiEval - EveryEvalAIResult - BenchmarkMetadataCard - Adapter - LLMIntrinsic range: RiskConcept multivalued: true inlined: false isResultOf: name: isResultOf description: A relationship indicating that an entity is the result of an AI evaluation. from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 slot_uri: dqv:isMeasurementOf alias: isResultOf owner: EveryEvalAIResult domain_of: - AiEvalResult range: AiEval multivalued: false inlined: false value: name: value description: Some numeric or string value from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 alias: value owner: EveryEvalAIResult domain_of: - Fact range: string required: true evidence: name: evidence description: Evidence provides a source (typical a chunk, paragraph or link) describing where some value was found or how it was generated. from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 alias: evidence owner: EveryEvalAIResult domain_of: - Fact range: string id: name: id description: A unique identifier to this instance of the model element. Example identifiers include UUID, URI, URN, etc. from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 slot_uri: schema:identifier identifier: true alias: id owner: EveryEvalAIResult domain_of: - Entity range: string required: true name: name: name description: A text name of this instance. from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 slot_uri: schema:name alias: name owner: EveryEvalAIResult domain_of: - Entity - BenchmarkMetadataCard range: string description: name: description description: The description of an entity from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 slot_uri: schema:description alias: description owner: EveryEvalAIResult domain_of: - Entity range: string url: name: url description: An optional URL associated with this instance. from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 slot_uri: schema:url alias: url owner: EveryEvalAIResult domain_of: - Entity range: uri dateCreated: name: dateCreated description: The date on which the entity was created. from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 slot_uri: schema:dateCreated alias: dateCreated owner: EveryEvalAIResult domain_of: - Entity range: date required: false dateModified: name: dateModified description: The date on which the entity was most recently modified. from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 slot_uri: schema:dateModified alias: dateModified owner: EveryEvalAIResult domain_of: - Entity range: date required: false exact_mappings: name: exact_mappings description: The property is used to link two concepts, indicating a high degree of confidence that the concepts can be used interchangeably across a wide range of information retrieval applications from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 slot_uri: skos:exactMatch alias: exact_mappings owner: EveryEvalAIResult domain_of: - Entity range: Any multivalued: true inlined: false close_mappings: name: close_mappings description: The property is used to link two concepts that are sufficiently similar that they can be used interchangeably in some information retrieval applications. from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 slot_uri: skos:closeMatch alias: close_mappings owner: EveryEvalAIResult domain_of: - Entity range: Any multivalued: true inlined: false related_mappings: name: related_mappings description: The property skos:relatedMatch is used to state an associative mapping link between two concepts. from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 slot_uri: skos:relatedMatch alias: related_mappings owner: EveryEvalAIResult domain_of: - Entity range: Any multivalued: true inlined: false narrow_mappings: name: narrow_mappings description: The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a narrower concept than the originating concept. from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 slot_uri: skos:narrowMatch alias: narrow_mappings owner: EveryEvalAIResult domain_of: - Entity range: Any multivalued: true inlined: false broad_mappings: name: broad_mappings description: The property is used to state a hierarchical mapping link between two concepts, indicating that the concept linked to, is a broader concept than the originating concept. from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 slot_uri: skos:broadMatch alias: broad_mappings owner: EveryEvalAIResult domain_of: - Entity range: Any multivalued: true inlined: false isCategorizedAs: name: isCategorizedAs description: A relationship where an entity has been deemed to be categorized from_schema: https://w3id.org/ai-atlas-nexus/ai-risk-ontology rank: 1000 slot_uri: nexus:isCategorizedAs alias: isCategorizedAs owner: EveryEvalAIResult domain_of: - Entity range: Any multivalued: true inlined: false class_uri: nexus:everyevalairesult ````